Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Warehousing
South West > Bristol
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 115 116 74
Rank change year-on-year +1 -42 +16
Permanent jobs citing Data Warehouse 91 67 136
As % of all permanent IT jobs advertised in Bristol 2.38% 2.08% 3.64%
As % of the Database & Business Intelligence category 7.94% 6.94% 10.45%
Number of salaries quoted 79 60 98
Bristol median annual salary £42,500 £42,500 £50,000
Median salary % change year-on-year - -15.00% +16.28%
10th Percentile £32,250 £27,500 £32,425
90th Percentile £67,500 £57,500 £61,500
South West median annual salary £42,500 £42,500 £45,500
% change year-on-year - -6.59% -1.09%

Data Warehouse is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Bristol
Permanent vacancies with a requirement for database or business intelligence skills 1146 965 1302
As % of all permanent IT jobs advertised in Bristol 29.94% 29.96% 34.80%
Number of salaries quoted 989 855 1179
Bristol median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £26,700 £28,750 £27,500
90th Percentile £65,000 £73,750 £65,000
South West median annual salary £40,000 £40,500 £38,648
% change year-on-year -1.23% +4.79% +3.06%

Data Warehouse
Job Vacancy Trend in Bristol

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Warehouse in Bristol

Data Warehouse
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Bristol.

Salary trend for Data Warehouse in Bristol

Data Warehouse
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Warehouse in Bristol over the 6 months to 22 November 2017.

Salary histogram for Data Warehouse in Bristol

For the 6 months to 22 November 2017, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Bristol region with a requirement for Data Warehouse.

1 78 (85.71%) SQL
2 69 (75.82%) Business Intelligence
3 54 (59.34%) ETL
3 54 (59.34%) SQL Server Integration Services
4 50 (54.95%) T-SQL
5 46 (50.55%) SQL Server Reporting Services
5 46 (50.55%) Agile Software Development
6 41 (45.05%) SQL Server
7 33 (36.26%) Power BI
8 27 (29.67%) Microsoft Azure
9 26 (28.57%) SQL Server 2012
9 26 (28.57%) SQL Server 2014
10 24 (26.37%) Migration
11 22 (24.18%) C#
11 22 (24.18%) Microsoft
12 20 (21.98%) Enterprise Data Warehouse
13 19 (20.88%) Continuous Integration
14 18 (19.78%) SQL Server Analysis Services
15 17 (18.68%) Visual Studio
16 16 (17.58%) Finance
16 16 (17.58%) SC Cleared
16 16 (17.58%) Security Cleared
17 15 (16.48%) CRM
18 13 (14.29%) Stakeholder Management
18 13 (14.29%) Data Migration
18 13 (14.29%) Team Foundation Server
19 12 (13.19%) QA
19 12 (13.19%) Marketing
20 11 (12.09%) .NET
20 11 (12.09%) Amazon AWS

Data Warehouse
Co-occurring IT Skills in Bristol by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (8.79%) SharePoint
2 2 (2.20%) Apache Spark
2 2 (2.20%) CMS
2 2 (2.20%) Kentico
Applications
1 8 (8.79%) Microsoft Excel
2 5 (5.49%) MS Visio
Business Applications
1 8 (8.79%) Cognos Business Intelligence
2 1 (1.10%) Cognos TM1
Cloud Services
1 27 (29.67%) Microsoft Azure
2 11 (12.09%) Amazon AWS
3 2 (2.20%) Cloud Computing
3 2 (2.20%) IaaS
3 2 (2.20%) Office 365
3 2 (2.20%) PaaS
4 1 (1.10%) Amazon EMR
4 1 (1.10%) Amazon Kinesis
4 1 (1.10%) Amazon S3
4 1 (1.10%) GitHub
4 1 (1.10%) Google Cloud Platform
4 1 (1.10%) Slack
Database & Business Intelligence
1 54 (59.34%) SQL Server Integration Services
2 46 (50.55%) SQL Server Reporting Services
3 41 (45.05%) SQL Server
4 33 (36.26%) Power BI
5 26 (28.57%) SQL Server 2012
5 26 (28.57%) SQL Server 2014
6 20 (21.98%) Enterprise Data Warehouse
7 18 (19.78%) SQL Server Analysis Services
8 10 (10.99%) OLAP
9 9 (9.89%) QlikView
10 7 (7.69%) Crystal Reports
11 6 (6.59%) SQL Server 2016
12 5 (5.49%) Big Data
12 5 (5.49%) Microsoft Power View
12 5 (5.49%) Pentaho
12 5 (5.49%) PerformancePoint
13 4 (4.40%) MySQL
13 4 (4.40%) PostgreSQL
14 3 (3.30%) Apache Hive
14 3 (3.30%) Hadoop
Development Applications
1 17 (18.68%) Visual Studio
2 13 (14.29%) Team Foundation Server
3 1 (1.10%) Git (software)
General
1 16 (17.58%) Finance
2 12 (13.19%) Marketing
3 5 (5.49%) Electronics
3 5 (5.49%) Manufacturing
3 5 (5.49%) Telecoms
4 2 (2.20%) Advertising
Job Titles
1 48 (52.75%) Developer
2 31 (34.07%) Business Intelligence Developer
3 11 (12.09%) Data Warehouse Developer
4 10 (10.99%) Analyst
4 10 (10.99%) Test Engineer
5 9 (9.89%) ETL Developer
5 9 (9.89%) QA Engineer
5 9 (9.89%) QA Test Engineer
6 8 (8.79%) Business Intelligence Manager
6 8 (8.79%) SSIS Developer
6 8 (8.79%) SSRS Developer
7 7 (7.69%) Business Developer
8 5 (5.49%) Consultant
8 5 (5.49%) Graduate
8 5 (5.49%) Junior
9 4 (4.40%) Business Analyst
9 4 (4.40%) Data Analyst
9 4 (4.40%) Data Manager
9 4 (4.40%) DBA
9 4 (4.40%) Graduate Developer
Libraries, Frameworks & Software Standards
1 11 (12.09%) .NET
2 3 (3.30%) .NET Framework
2 3 (3.30%) ASP.NET
2 3 (3.30%) Entity Framework
2 3 (3.30%) jQuery
2 3 (3.30%) RESTful
3 2 (2.20%) JSON
3 2 (2.20%) MDX
3 2 (2.20%) Middleware
3 2 (2.20%) SOAP
3 2 (2.20%) Twitter Bootstrap
3 2 (2.20%) Web Services
3 2 (2.20%) XML
4 1 (1.10%) AngularJS
4 1 (1.10%) ASP.NET MVC
4 1 (1.10%) Aurelia
4 1 (1.10%) D3.js
4 1 (1.10%) Hibernate
4 1 (1.10%) Java Concurrency
4 1 (1.10%) Spring
Miscellaneous
1 4 (4.40%) Greenfield Project
2 3 (3.30%) Analytical Skills
2 3 (3.30%) Management Information System
3 2 (2.20%) Computer Science
3 2 (2.20%) Data Structures
3 2 (2.20%) User Experience
4 1 (1.10%) Fintech
Operating Systems
1 6 (6.59%) Linux
2 3 (3.30%) Unix
Processes & Methodologies
1 69 (75.82%) Business Intelligence
2 54 (59.34%) ETL
3 46 (50.55%) Agile Software Development
4 24 (26.37%) Migration
5 19 (20.88%) Continuous Integration
6 15 (16.48%) CRM
7 13 (14.29%) Data Migration
7 13 (14.29%) Stakeholder Management
8 10 (10.99%) Data Modelling
8 10 (10.99%) Kimball Methodology
8 10 (10.99%) Manual Testing
8 10 (10.99%) Software Testing
9 9 (9.89%) Analytics
9 9 (9.89%) SDLC
10 7 (7.69%) Information Management
10 7 (7.69%) Kanban
10 7 (7.69%) People Management
10 7 (7.69%) Test Automation
10 7 (7.69%) Waterfall
11 6 (6.59%) Scrum
Programming Languages
1 78 (85.71%) SQL
2 50 (54.95%) T-SQL
3 22 (24.18%) C#
4 7 (7.69%) Python
5 6 (6.59%) PL/SQL
6 4 (4.40%) JavaScript
7 3 (3.30%) PowerShell
8 2 (2.20%) C
8 2 (2.20%) Java
8 2 (2.20%) R
9 1 (1.10%) VB.NET
Qualifications
1 16 (17.58%) SC Cleared
1 16 (17.58%) Security Cleared
2 8 (8.79%) Degree
3 7 (7.69%) ISEB
3 7 (7.69%) ISTQB
4 2 (2.20%) Computer Science Degree
Quality Assurance & Compliance
1 12 (13.19%) QA
2 5 (5.49%) Data Quality
3 1 (1.10%) GCP
System Software
1 1 (1.10%) Docker
1 1 (1.10%) HDFS
Systems Management
1 1 (1.10%) Oozie
Vendors
1 22 (24.18%) Microsoft
2 10 (10.99%) Cognos
3 9 (9.89%) Tableau
4 7 (7.69%) Oracle
5 6 (6.59%) SAP
6 3 (3.30%) BT
7 2 (2.20%) IBM
7 2 (2.20%) Informatica
8 1 (1.10%) Capita